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abnormalities that predict symptomatic heart failure (HF) may provide insight into early mechanisms of HF pathogenesis. We examined risk factors associated with asymptomatic echocardiographic structural, systolic, and diastolic abnormalities, separately and in combination, and interactions between risk factors, in the prospective community-based SCReening Evaluation of the Evolution of New HF (SCREEN-HF) Study cohort of 3190 participants at increased risk of cardiovascular disease.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods and results<\/jats:title>\n                    <jats:p>Inclusion criteria were age \u2265 60 years with one or more of hypertension, diabetes, ischaemic heart disease, valvular heart disease, abnormal heart rhythm, cerebrovascular disease, or renal impairment. Exclusion criteria were known HF, ejection fraction &amp;lt; 50%, or &amp;gt;mild valve abnormality. Structural, systolic, and diastolic echocardiographic abnormalities were defined according to the Atherosclerosis Risk in Communities study criteria, and risk factors for asymptomatic structural, systolic, and diastolic abnormalities were identified using logistic regression analysis. In multivariable analysis, increased body mass index (BMI), non-steroidal anti-inflammatory drug therapy, and alcohol intake were risk factors for isolated structural abnormality, whereas male gender, increased heart rate, atrial fibrillation (AF), angiotensin-converting enzyme inhibitor therapy, and obstructive sleep apnoea were associated with a lower risk. Moreover, male gender, smoking, increased systolic blood pressure, and physical inactivity were risk factors for isolated systolic abnormality, whereas increased pulse pressure and antihypertensive therapy were associated with a lower risk. Furthermore, increased age, blood pressure, amino-terminal pro-B-type natriuretic peptide level, and warfarin therapy (associated with AF) were risk factors for isolated diastolic abnormality, whereas increased heart rate and triglyceride level (associated with BMI) were associated with a lower risk. The association of increased heart rate with lower risk of structural and diastolic abnormalities was independent of \u03b2-blocker therapy. Interactions between risk factors differed for structural, systolic, and diastolic abnormalities.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusions<\/jats:title>\n                    <jats:p>The different risk factors for asymptomatic structural, systolic, and diastolic abnormalities that predict symptomatic HF, and the interactions between risk factors, illustrate how these structural, systolic, and diastolic abnormalities represent unique trajectories that lead to symptomatic HF. Improved understanding of these trajectories may assist in the design of HF prevention strategies.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1002\/ehf2.13695","type":"journal-article","created":{"date-parts":[[2021,12,1]],"date-time":"2021-12-01T01:33:08Z","timestamp":1638322388000},"page":"196-212","update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":15,"title":["Risk Factors for Asymptomatic Echocardiographic Abnormalities that Predict Symptomatic Heart Failure"],"prefix":"10.1093","volume":"9","author":[{"given":"Jennifer M.","family":"Coller","sequence":"first","affiliation":[{"name":"St. Vincent's Hospital , Melbourne, Victoria ,","place":["Australia"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Fei Fei","family":"Gong","sequence":"additional","affiliation":[{"name":"St. Vincent's Hospital , Melbourne, Victoria ,","place":["Australia"]},{"name":"University of Melbourne , Parkville, Victoria ,","place":["Australia"]},{"name":"St. Vincent's Institute of Medical Research , 41 Victoria Parade, Fitzroy, Victoria, 3065 ,","place":["Australia"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Michele","family":"McGrady","sequence":"additional","affiliation":[{"name":"Royal Prince Alfred Hospital , Sydney, New South Wales ,","place":["Australia"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Louise","family":"Shiel","sequence":"additional","affiliation":[{"name":"Public Health and Preventive Medicine, Monash University , Prahran, Victoria ,","place":["Australia"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Danny","family":"Liew","sequence":"additional","affiliation":[{"name":"Public Health and Preventive Medicine, Monash University , Prahran, Victoria ,","place":["Australia"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Simon","family":"Stewart","sequence":"additional","affiliation":[{"name":"Torrens 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